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1.
medRxiv ; 2024 Mar 15.
Artículo en Inglés | MEDLINE | ID: mdl-38559115

RESUMEN

Purpose: Iron is an essential nutrient which can only be absorbed through an individual's diet. Excess iron accumulates in organs throughout the body including the brain. Iron dysregulation in the brain is commonly associated with neurodegenerative diseases like Alzheimer's disease and Parkinson's Disease (PD). Our previous research has shown that a pattern of iron accumulation in motor regions of the brain related to a genetic iron-storage disorder called hemochromatosis is associated with an increased risk of PD. To understand how diet and lifestyle factors relate to this brain endophenotype and risk of PD we analyzed the relationship between these measures, estimates of nutrient intake, and diet and lifestyle preference using data from UK Biobank. Methods: Using distinct imaging and non-imaging samples (20,477 to 28,388 and 132,023 to 150,603 participants, respectively), we performed linear and logistic regression analyses using estimated dietary nutrient intake and food preferences to predict a) brain iron accumulation score (derived from T2-Weighted Magnetic Resonance Imaging) and b) PD risk. In addition, we performed a factor analysis of diet and lifestyle preferences to investigate if latent lifestyle factors explained significant associations. Finally, we performed an instrumental variable regression of our results related to iron accumulation and PD risk to identify if there were common dietary and lifestyle factors that were jointly associated with differences in brain iron accumulation and PD risk. Results: We found multiple highly significant associations with measures of brain iron accumulation and preferences for alcohol (factor 7: t=4.02, pFDR=0.0003), exercise (factor 11: t=-4.31, pFDR=0.0001), and high-sugar foods (factor 2: t=-3.73, pFDR=0.0007). Preference for alcohol (factor 7: t=-5.83, pFDR<1×10-8), exercise (factor 11: t=-7.66, pFDR<1×10-13), and high sugar foods (factor 2: t=6.03, pFDR<1×10-8) were also associated with PD risk. Instrumental variable regression of individual preferences revealed a significant relationship in which dietary preferences associated with higher brain iron levels also appeared to be linked to a lower risk for PD (p=0.004). A similar relationship was observed for estimates of nutrient intake (p=0.0006). Voxel-wise analysis of i) high-sugar and ii) alcohol factors confirmed T2-weighted signal differences consistent with iron accumulation patterns in motor regions of the brain including the cerebellum and basal ganglia. Conclusion: Dietary and lifestyle factors and preferences, especially those related to carbohydrates, alcohol, and exercise, are related to detectable differences in brain iron accumulation and alterations in risk of PD, suggesting a potential avenue for lifestyle interventions that could influence risk.

2.
Behav Genet ; 53(3): 292-309, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-37017779

RESUMEN

Using individuals' genetic data researchers can generate Polygenic Scores (PS) that are able to predict risk for diseases, variability in different behaviors as well as anthropomorphic measures. This is achieved by leveraging models learned from previously published large Genome-Wide Association Studies (GWASs) associating locations in the genome with a phenotype of interest. Previous GWASs have predominantly been performed in European ancestry individuals. This is of concern as PS generated in samples with a different ancestry to the original training GWAS have been shown to have lower performance and limited portability, and many efforts are now underway to collect genetic databases on individuals of diverse ancestries. In this study, we compare multiple methods of generating PS, including pruning and thresholding and Bayesian continuous shrinkage models, to determine which of them is best able to overcome these limitations. To do this we use the ABCD Study, a longitudinal cohort with deep phenotyping on individuals of diverse ancestry. We generate PS for anthropometric and psychiatric phenotypes using previously published GWAS summary statistics and examine their performance in three subsamples of ABCD: African ancestry individuals (n = 811), European ancestry Individuals (n = 6703), and admixed ancestry individuals (n = 3664). We find that the single ancestry continuous shrinkage method, PRScs (CS), and the multi ancestry meta method, PRScsx Meta (CSx Meta), show the best performance across ancestries and phenotypes.


Asunto(s)
Estudio de Asociación del Genoma Completo , Herencia Multifactorial , Teorema de Bayes , Herencia Multifactorial/genética , Fenotipo , Polimorfismo de Nucleótido Simple/genética
3.
JAMA Neurol ; 79(9): 919-928, 2022 09 01.
Artículo en Inglés | MEDLINE | ID: mdl-35913729

RESUMEN

Importance: Hereditary hemochromatosis (HH) is an autosomal recessive genetic disorder that leads to iron overload. Conflicting results from previous research has led some to believe the brain is spared the toxic effects of iron in HH. Objective: To test the association of the strongest genetic risk variant for HH on brainwide measures sensitive to iron deposition and the rates of movement disorders in a substantially larger sample than previous studies of its kind. Design, Setting, and Participants: This cross-sectional retrospective study included participants from the UK Biobank, a population-based sample. Genotype, health record, and neuroimaging data were collected from January 2006 to May 2021. Data analysis was conducted from January 2021 to April 2022. Disorders tested included movement disorders (International Statistical Classification of Diseases and Related Health Problems, Tenth Revision [ICD-10], codes G20-G26), abnormalities of gait and mobility (ICD-10 codes R26), and other disorders of the nervous system (ICD-10 codes G90-G99). Exposures: Homozygosity for p.C282Y, the largest known genetic risk factor for HH. Main Outcomes and Measures: T2-weighted and T2* signal intensity from brain magnetic resonance imaging scans, measures sensitive to iron deposition, and clinical diagnosis of neurological disorders. Results: The total cohort consisted of 488 288 individuals (264 719 female; ages 49-87 years, largely northern European ancestry), 2889 of whom were p.C282Y homozygotes. The neuroimaging analysis consisted of 836 individuals: 165 p.C282Y homozygotes (99 female) and 671 matched controls (399 female). A total of 206 individuals were excluded from analysis due to withdrawal of consent. Neuroimaging analysis showed that p.C282Y homozygosity was associated with decreased T2-weighted and T2* signal intensity in subcortical motor structures (basal ganglia, thalamus, red nucleus, and cerebellum; Cohen d >1) consistent with substantial iron deposition. Across the whole UK Biobank (2889 p.C282Y homozygotes, 485 399 controls), we found a significantly increased prevalence for movement disorders in male homozygotes (OR, 1.80; 95% CI, 1.28-2.55; P = .001) but not female individuals (OR, 1.09; 95% CI, 0.70-1.73; P = .69). Among the 31 p.C282Y male homozygotes with a movement disorder, only 10 had a concurrent HH diagnosis. Conclusions and Relevance: These findings indicate increased iron deposition in subcortical motor circuits in p.C282Y homozygotes and confirm an increased association with movement disorders in male homozygotes. Early treatment in HH effectively prevents the negative consequences of iron overload in the liver and heart. Our work suggests that screening for p.C282Y homozygosity in high-risk individuals also has the potential to reduce brain iron accumulation and to reduce the risk of movement disorders among male individuals who are homozygous for this mutation.


Asunto(s)
Hemocromatosis , Sobrecarga de Hierro , Trastornos del Movimiento , Anciano , Anciano de 80 o más Años , Encéfalo/diagnóstico por imagen , Estudios Transversales , Hemocromatosis/diagnóstico por imagen , Hemocromatosis/genética , Proteína de la Hemocromatosis/genética , Antígenos de Histocompatibilidad Clase I/genética , Homocigoto , Humanos , Hierro , Sobrecarga de Hierro/etiología , Sobrecarga de Hierro/genética , Imagen por Resonancia Magnética/efectos adversos , Masculino , Proteínas de la Membrana/genética , Persona de Mediana Edad , Trastornos del Movimiento/etiología , Trastornos del Movimiento/genética , Mutación , Estudios Retrospectivos
4.
Gene Ther ; 29(3-4): 157-170, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-34363036

RESUMEN

Recent advances in molecular biology have led to the CRISPR revolution, but the lack of an efficient and safe delivery system into cells and tissues continues to hinder clinical translation of CRISPR approaches. Polymeric vectors offer an attractive alternative to viruses as delivery vectors due to their large packaging capacity and safety profile. In this paper, we have demonstrated the potential use of a highly branched poly(ß-amino ester) polymer, HPAE-EB, to enable genomic editing via CRISPRCas9-targeted genomic excision of exon 80 in the COL7A1 gene, through a dual-guide RNA sequence system. The biophysical properties of HPAE-EB were screened in a human embryonic 293 cell line (HEK293), to elucidate optimal conditions for efficient and cytocompatible delivery of a DNA construct encoding Cas9 along with two RNA guides, obtaining 15-20% target genomic excision. When translated to human recessive dystrophic epidermolysis bullosa (RDEB) keratinocytes, transfection efficiency and targeted genomic excision dropped. However, upon delivery of CRISPR-Cas9 as a ribonucleoprotein complex, targeted genomic deletion of exon 80 was increased to over 40%. Our study provides renewed perspective for the further development of polymer delivery systems for application in the gene editing field in general, and specifically for the treatment of RDEB.


Asunto(s)
Sistemas CRISPR-Cas , Epidermólisis Ampollosa Distrófica , Colágeno Tipo VII/genética , Epidermólisis Ampollosa Distrófica/genética , Epidermólisis Ampollosa Distrófica/metabolismo , Epidermólisis Ampollosa Distrófica/terapia , Edición Génica , Células HEK293 , Humanos , Polímeros/metabolismo
5.
Nat Commun ; 10(1): 3307, 2019 07 24.
Artículo en Inglés | MEDLINE | ID: mdl-31341171

RESUMEN

Current therapies for most neurodegenerative disorders are only symptomatic in nature and do not change the course of the disease. Gene therapy plays an important role in disease modifying therapeutic strategies. Herein, we have designed and optimized a series of highly branched poly(ß-amino ester)s (HPAEs) containing biodegradable disulfide units in the HPAE backbone (HPAESS) and guanidine moieties (HPAESG) at the extremities. The optimized polymers are used to deliver minicircle DNA to multipotent adipose derived stem cells (ADSCs) and astrocytes, and high transfection efficiency is achieved (77% in human ADSCs and 52% in primary astrocytes) whilst preserving over 90% cell viability. Furthermore, the top-performing candidate mediates high levels of nerve growth factor (NGF) secretion from astrocytes, causing neurite outgrowth from a model neuron cell line. This synergistic gene delivery system provides a viable method for highly efficient non-viral transfection of ADSCs and astrocytes.


Asunto(s)
Enfermedades Neurodegenerativas/genética , Transfección/métodos , Astrocitos/metabolismo , Terapia Genética/métodos , Humanos , Células Madre Mesenquimatosas , Factor de Crecimiento Nervioso/metabolismo , Enfermedades Neurodegenerativas/terapia , Polímeros/química
6.
Biomacromolecules ; 19(5): 1410-1415, 2018 05 14.
Artículo en Inglés | MEDLINE | ID: mdl-29125281

RESUMEN

Using a combined synthesis approach comprising reversible addition-fragmentation transfer polymerization and ring opening reaction, a series of poly glycidyl methacrylate (polyGMA) polymers were designed and synthesized for gene delivery. These polymers characterized by low cationic charge respective to established gene delivery vectors such as PEI were studied to further elucidate the key structure-activity parameters that mediate efficient and biocompatible gene delivery. Compared to PEI, these brushlike polymers facilitated markedly improved safety and gene delivery efficiency.


Asunto(s)
Técnicas de Transferencia de Gen , Ácidos Polimetacrílicos/química , Cationes/química , Células HEK293 , Humanos , Polietileneimina/química , Electricidad Estática
7.
Biomater Sci ; 5(12): 2381-2392, 2017 Nov 21.
Artículo en Inglés | MEDLINE | ID: mdl-29063914

RESUMEN

Gene therapy has long been held as having the potential to become a front line treatment for various genetic disorders. However, the direct delivery of nucleic acids to correct a genetic disorder has numerous limitations owing to the inability of naked nucleic acids (DNA and RNA) to traverse the cell membrane. Recently, messenger RNA (mRNA) based delivery has become a more attractive alternative to DNA due to the relatively easier transfection process, higher efficiency and safety profile. As with all gene therapies, the central challenge that remains is the efficient delivery of nucleic acids intracellularly. This review presents the recent progress in mRNA delivery, focusing on comparing the advantages and limitations of non-viral based delivery vectors.


Asunto(s)
Técnicas de Transferencia de Gen , Terapia Genética/tendencias , Vectores Genéticos/uso terapéutico , ARN Mensajero/uso terapéutico , Humanos , ARN Mensajero/genética , Transfección
8.
ACS Appl Mater Interfaces ; 9(7): 5793-5802, 2017 Feb 22.
Artículo en Inglés | MEDLINE | ID: mdl-28170215

RESUMEN

We report a new type of thermo- and pH-responsive, coacervate-forming highly degradable polymer-hyperbranched poly(ß-amino esters) (HPAEs) and its selective cell binding behaviors. The HPAEs were synthesized from 5-amino-1-pentanol (S5) and trimethylolpropane ethoxylate triacrylate (TMPETA) via an A2+B3 type Michael addition. The existence of multiple hydrogen bond pairs as well as tertiary amines makes the S5-TMPETA polymers manifest temperature- and pH-dependent phase transition. By varying the length of the ethylene glycol (EG) spacers in the TMPETA, polymer molecular weight, concentration, and pH value, the phase transition of the S5-TMPETA can be easily tuned in aqueous and buffer solutions, as evidenced by UV-vis spectroscopy and DLS measurements. Especially, the S5-TMPETA prepared from S5 and trimethylolpropane ethoxylate triacrylate 692 (S5-TMPETA692) shows a lower critical solution temperature (LCST) around 33 °C, above which the S5-TMPTEA can form coacervate particles able to encapsulate functional molecules effectively. Importantly, when incubation with HeLa cells, the S5-TMPTETA692 exhibits a temperature- and pH-responsive selective cell binding behaviors. In addition, the S5-TMPETA are highly hydrolyzable and elicit negligible cytotoxicity. This new type of "smart" polymer should find use in a variety of biomedical applications.


Asunto(s)
Polímeros/química , Células HeLa , Humanos , Concentración de Iones de Hidrógeno , Transición de Fase , Temperatura
9.
Polymers (Basel) ; 9(5)2017 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-30970840

RESUMEN

The top-performing linear poly(ß-amino ester) (LPAE), poly(5-amino-1-pentanol-co-1,4-butanediol diacrylate) (C32), has demonstrated gene transfection efficiency comparable to viral-mediated gene delivery. Herein, we report the synthesis of a series of highly branched poly(5-amino-1-pentanol-co-1,4-butanediol diacrylate) (HC32) and explore how the branching structure influences the performance of C32 in gene transfection. HC32 were synthesized by an "A2 + B3 + C2" Michal addition strategy. Gaussia luciferase (Gluciferase) and green fluorescent protein (GFP) coding plasmid DNA were used as reporter genes and the gene transfection efficiency was evaluated in human cervical cancer cell line (HeLa) and human recessive dystrophic epidermolysis bullosa keratinocyte (RDEBK) cells. We found that the optimal branching structure led to a much higher gene transfection efficiency in comparison to its linear counterpart and commercial reagents, while preserving high cell viability in both cell types. The branching strategy affected DNA binding, proton buffering capacity and degradation of polymers as well as size, zeta potential, stability, and DNA release rate of polyplexes significantly. Polymer degradation and DNA release rate played pivotal parts in achieving the high gene transfection efficiency of HC32-103 polymers, providing new insights for the development of poly(ß-amino ester)s-based gene delivery vectors.

10.
ACS Macro Lett ; 6(6): 575-579, 2017 Jun 20.
Artículo en Inglés | MEDLINE | ID: mdl-35650840

RESUMEN

Composed of a three-dimensional structure with a central core and multiple radiating linear "arms", star polymers represent a significant type of branched macromolecular architectures. Due to the spatially defined core-shell-periphery architecture, star polymers have demonstrated their superiority in a variety of biomedical applications such as drug/gene delivery, molecular imaging, antibacterial agents, and so on. In this paper, we report the successful synthesis of a new type of star-shape poly(ß-amino esters) with low molecular weight PEI as core and linear PAE (LPAE) as arms. This new star-PAE exhibits low cytotoxicity and high gene transfection efficacy. Star-PAE achieved between 264-fold and 14781-fold higher gene transfection efficiency of primary rat adipose derived mesenchymal stem cells in comparison with studies performed with the individual PEI and LPAE, respectively. The results suggest that star-PAE is a promising nonviral gene delivery vector.

11.
ACS Appl Mater Interfaces ; 8(50): 34218-34226, 2016 Dec 21.
Artículo en Inglés | MEDLINE | ID: mdl-27998152

RESUMEN

One of the most significant challenges in the development of polymer materials for gene delivery is to understand how topological structure influences their transfection properties. Poly(5-amino-1-pentanol-co-1,4-butanediol diacrylate) (C32) has proven to be the top-performing gene delivery vector developed to date. Here, we report the development of branched poly(5-amino-1-pentanol-co-1,4-butanediol diacrylate) (HC32) as a novel gene vector and elucidate how the topological structure affects gene delivery properties. We found that the branched structure has a big impact on gene transfection efficiency resulting in a superior transfection efficiency of HC32 in comparison to C32 with a linear structure. Mechanistic investigations illustrated that the branched structure enhanced DNA binding, leading to the formation of toroidal polyplexes with smaller size and higher cationic charge. Importantly, the branched structure offers HC32 a larger chemical space for terminal functionalization (e.g., guanidinylation) to further enhance the transfection. Moreover, the optimized HC32 is capable of transfecting a diverse range of cell types including cells that are known to be difficult to transfect such as stem cells and astrocytes with high efficiency. Our study provides a new insight into the rational design of poly(ß-amino ester) (PAE) based polymers for gene delivery.


Asunto(s)
Acrilatos/química , ADN Complementario/administración & dosificación , Polímeros/química , Transfección/métodos , Células 3T3 , Acrilatos/administración & dosificación , Acrilatos/farmacocinética , Animales , Células COS , Chlorocebus aethiops , ADN Complementario/química , ADN Complementario/genética , Células HeLa , Humanos , Ratones , Polímeros/administración & dosificación , Polímeros/farmacocinética , Ratas
12.
Biomacromolecules ; 17(11): 3640-3647, 2016 11 14.
Artículo en Inglés | MEDLINE | ID: mdl-27641634

RESUMEN

A successful polymeric gene delivery vector is denoted by both transfection efficiency and biocompatibility. However, the existing vectors with combined high efficacy and minimal toxicity still fall short. The most widely used polyethylene imine (PEI), polyamidoamine (PAMAM) and poly(dimethylaminoethyl methacrylate) (PDMAEMA) suffer from the correlation: either too toxic or little effective. Here, we demonstrate that with highly branched poly(ß-amino esters) (HPAEs), a type of recently developed gene delivery vector, the high gene transfection efficiency and low cytotoxicity can be achieved simultaneously at high molecular weight (MW). The interactions of HPAE/DNA polyplexes with cell membrane account for the favorable correlation between molecular weight and biocompatibility. In addition to the effect of molecular weight, the molecular configuration of linear and branched segments in HPAEs is also pivotal to endow high transfection efficiency and low cytotoxicity. These findings provide renewed perspective for the further development of clinically viable gene delivery vectors.


Asunto(s)
ADN/genética , Técnicas de Transferencia de Gen , Terapia Genética , Supervivencia Celular/genética , ADN/efectos de los fármacos , Ésteres/química , Vectores Genéticos/efectos adversos , Vectores Genéticos/genética , Humanos , Polímeros/química , Polímeros/uso terapéutico , Transfección
13.
Sci Adv ; 2(6): e1600102, 2016 06.
Artículo en Inglés | MEDLINE | ID: mdl-27386572

RESUMEN

Nonviral gene therapy holds great promise but has not delivered treatments for clinical application to date. Lack of safe and efficient gene delivery vectors is the major hurdle. Among nonviral gene delivery vectors, poly(ß-amino ester)s are one of the most versatile candidates because of their wide monomer availability, high polymer flexibility, and superior gene transfection performance both in vitro and in vivo. However, to date, all research has been focused on vectors with a linear structure. A well-accepted view is that dendritic or branched polymers have greater potential as gene delivery vectors because of their three-dimensional structure and multiple terminal groups. Nevertheless, to date, the synthesis of dendritic or branched polymers has been proven to be a well-known challenge. We report the design and synthesis of highly branched poly(ß-amino ester)s (HPAEs) via a one-pot "A2 + B3 + C2"-type Michael addition approach and evaluate their potential as gene delivery vectors. We find that the branched structure can significantly enhance the transfection efficiency of poly(ß-amino ester)s: Up to an 8521-fold enhancement in transfection efficiency was observed across 12 cell types ranging from cell lines, primary cells, to stem cells, over their corresponding linear poly(ß-amino ester)s (LPAEs) and the commercial transfection reagents polyethyleneimine, SuperFect, and Lipofectamine 2000. Moreover, we further demonstrate that HPAEs can correct genetic defects in vivo using a recessive dystrophic epidermolysis bullosa graft mouse model. Our findings prove that the A2 + B3 + C2 approach is highly generalizable and flexible for the design and synthesis of HPAEs, which cannot be achieved by the conventional polymerization approach; HPAEs are more efficient vectors in gene transfection than the corresponding LPAEs. This provides valuable insight into the development and applications of nonviral gene delivery and demonstrates great prospect for their translation to a clinical environment.


Asunto(s)
Técnicas de Transferencia de Gen , Polímeros/química , Transfección/métodos , Animales , Línea Celular , Modelos Animales de Enfermedad , Epidermólisis Ampollosa Distrófica/metabolismo , Epidermólisis Ampollosa Distrófica/patología , Células HeLa , Humanos , Ratones , Ratones Desnudos , Microscopía Fluorescente , Proteínas Recombinantes/biosíntesis , Proteínas Recombinantes/aislamiento & purificación , Trasplante de Piel , Transfección/instrumentación
14.
Biomater Sci ; 4(3): 522-32, 2016 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-26797493

RESUMEN

Natural polycations, such as poly(l-lysine) (PLL) and chitosan (CS), have inherent superiority as non-viral vectors due to their unparalleled biocompatibility and biodegradability. However, the application was constrained by poor transfection efficiency and safety concerns. Since previous modification strategies greatly weakened the inherent advantages of natural polycations, developing a strategy for functional group introduction with broad applicability to enhance the transfection efficiency of natural polycations without compromising their cationic properties is imperative. Herein, two uncharged functional diblock oligomers P(DMAEL-b-NIPAM) and P(DMAEL-b-Vlm) were prepared from a lactose derivative, N-iso-propyl acrylamide (NIPAM) as well as 1-vinylimidazole (Vlm) and further functionalized with four small ligands folate, glutathione, cysteine and arginine, respectively, aiming to enhance the interactions of complexes with cells, which were quantified utilizing a quartz crystal microbalance (QCM) biosensor, circumventing the tedious material screening process of cell transfection. Upon incorporation with PLL and DNA, the multifunctional oligomers endow the formulated ternary complexes with great properties suitable for transfection, such as anti-aggregation in serum, destabilized endosome membrane, numerous functional sites for promoted endocytosis and therefore robust transfection activity. Furthermore, different from the conventional strategy of decreasing cytotoxicity by reducing the charge density, the multifunctional oligomer incorporation strategy maintains the highly positive charge density, which is essential for efficient cellular uptake. This system develops a new platform to modify natural polycations towards clinical gene therapy.


Asunto(s)
Cationes/química , Quitosano/química , ADN/química , Endocitosis/genética , Péptidos/química , Polilisina/administración & dosificación , Polilisina/química , Quitosano/metabolismo , ADN/metabolismo , Técnicas de Transferencia de Gen , Terapia Genética , Vectores Genéticos , Células HeLa , Humanos , Imidazoles/química , Péptidos/metabolismo , Polilisina/metabolismo , Transfección
15.
Chem Commun (Camb) ; 51(40): 8473-6, 2015 May 18.
Artículo en Inglés | MEDLINE | ID: mdl-25892461

RESUMEN

Highly branched poly(ß-amino ester)s (HPAEs) were designed and synthesised for safe and efficient gene delivery to human keratinocytes. HPAEs outperformed commercial transfection reagents: PEI and SuperFect®, for both transfection efficiency and biocompatibility. A 22 and 3.4 fold enhancement of gene transfection was seen coupled with superior biocompatibility.


Asunto(s)
Ésteres , Técnicas de Transferencia de Gen , Supervivencia Celular , Terapia Genética , Humanos , Queratinocitos/metabolismo , Luciferasas/genética , Polímeros/química
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